Engineering Insights

Deep dives into software architecture, cloud infrastructure, and scalable system design.

· 10 min read · ·

The SaaS Moat is Draining

We’ve all watched SaaS valuations take a beating over the past few months. Lately, it feels like every time Claude rolls out a new feature, SaaS stocks drop another few percentage points. But here’s how I interpret what’s actually going on.

The SaaS Moat is Draining
· 9 min read · ·

MCP Is Everywhere. So Are Its Attack Surfaces.

Model Context Protocol has had a remarkable run. In under a year, it became the default way to wire AI agents to external tools — databases, APIs, file systems, cloud services, crypto wallets. Cursor, Windsurf, Claude Code, and most serious AI coding environments now ship with MCP support out of the box. The ecosystem is growing fast.

Which makes the next part worth paying attention to.

MCP Is Everywhere. So Are Its Attack Surfaces.